Triple

T21828301

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marquette Heights, Illinois	`E538915`	entity
Predicate	governingBody	`P46`	FINISHED
Object	City of Marquette Heights government The City of Marquette Heights government is the municipal authority responsible for local administration, public services, and policymaking in Marquette Heights, Illinois.	`E1504211`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: City of Marquette Heights government | Statement: [Marquette Heights, Illinois, governingBody, City of Marquette Heights government]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: City of Marquette Heights government
Context triple: [Marquette Heights, Illinois, governingBody, City of Marquette Heights government]

A. Marquette City Commission
The Marquette City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Marquette, Michigan.
B. Madison Heights City Council
Madison Heights City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in the city of Madison Heights, Michigan.
C. City Manager of Marquette
The City Manager of Marquette is the chief administrative official responsible for implementing policies, managing daily operations, and overseeing municipal services for the City of Marquette, Michigan.
D. City of Sterling Heights municipal government
The City of Sterling Heights municipal government is the local governing body responsible for providing public services, administration, and policy leadership for the city of Sterling Heights, Michigan.
E. City of Marquette
The City of Marquette is a Lake Superior port city in Michigan’s Upper Peninsula known for its outdoor recreation, historic downtown, and role as a regional cultural and economic hub.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: City of Marquette Heights government
Triple: [Marquette Heights, Illinois, governingBody, City of Marquette Heights government]

Generated description

The City of Marquette Heights government is the municipal authority responsible for local administration, public services, and policymaking in Marquette Heights, Illinois.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: City of Marquette Heights government
Target entity description: The City of Marquette Heights government is the municipal authority responsible for local administration, public services, and policymaking in Marquette Heights, Illinois.

A. Marquette City Commission
The Marquette City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Marquette, Michigan.
B. Madison Heights City Council
Madison Heights City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in the city of Madison Heights, Michigan.
C. City Manager of Marquette
The City Manager of Marquette is the chief administrative official responsible for implementing policies, managing daily operations, and overseeing municipal services for the City of Marquette, Michigan.
D. City of Sterling Heights municipal government
The City of Sterling Heights municipal government is the local governing body responsible for providing public services, administration, and policy leadership for the city of Sterling Heights, Michigan.
E. City of Marquette
The City of Marquette is a Lake Superior port city in Michigan’s Upper Peninsula known for its outdoor recreation, historic downtown, and role as a regional cultural and economic hub.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69e0c475038c8190abb9b1a20eb8ff50`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69f09133718081909faa67c3721aed52`	completed	April 28, 2026, 10:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a45e717e4819096ee1b2a1341a0d9`	completed	May 17, 2026, 10:49 p.m.
NEDg	Description generation	`batch_6a0a46c771348190aa1fa8b3b8fcac3f`	completed	May 17, 2026, 10:52 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0a47bf44c881908504b2537649adf6`	completed	May 17, 2026, 10:57 p.m.

Created at: April 16, 2026, 6:54 p.m.